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Integrations

Jira & Confluence AI Workflows: Atlassian Automation

Automate Jira epic creation, Confluence page drafts, and cross-tool workflows in your Atlassian stack.

Jira and Confluence AI workflows
Atlassian AI
Jira automation AI
Confluence AI
PRD to Jira in one click
Consistent ticket structure
Connected Confluence and Jira
Less admin, more product work
Real Example

PRD to Jira Epics in One Click

A PRD is approved. Now it needs to become Jira epics and stories. Instead of manual creation, the PM runs the PRD-to-Jira job.

How it works:

  1. 1Agent parses the PRD for requirements and user stories
  2. 2Creates draft epic with summary and description
  3. 3Breaks requirements into individual story drafts
  4. 4Links stories to the epic with proper hierarchy
  5. 5Proposes all tickets for review before creation
Outcome

The PM reviews 1 epic and 8 stories, makes minor edits, and approves. All tickets are created in Jira with proper linking. 30 minutes saved.

Is this right for you?

If you answer "yes" to any of these, Jira and Confluence AI workflows can help.

Do you manually create Jira tickets from PRDs?
Is there inconsistency in how epics and stories are structured?
Do you spend time on Jira administration instead of product work?
Are your Confluence pages disconnected from Jira tickets?
Do you wish Atlassian workflows were more automated?
The pmkit Solution

How pmkit handles Jira and Confluence AI workflows

Pre-Built Job Types

  • Daily Brief: Synthesize overnight activity from Slack, Jira, support, and community
  • Meeting Prep: Prepare for customer meetings with context from calls and tickets
  • VoC Clustering: Cluster feedback into actionable themes with evidence
  • Competitor Intel: Track competitor changes with strategic implications
  • Roadmap Alignment: Generate alignment memos with options and trade-offs
  • PRD Draft: Draft PRDs grounded in customer evidence

Draft-Only Pattern

pmkit never writes directly to external systems. All outputs are proposals that you review, edit, and approve before anything is published. This gives you AI autonomy with human control.

Enterprise Governance

  • • Role-based access control (RBAC)
  • • Comprehensive audit logging
  • • SSO integration (SAML/OIDC)
  • • Every insight cites its source

Try Jira and Confluence AI workflows in the demo

See it in action with a complete mock enterprise dataset. No signup required.

Launch Demo

Frequently Asked Questions

Ready to get started?

Contact sales for a personalized demo and pricing.

Contact Sales